Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9588859 | 0.9897650 | 0.9446056 | 0.0481941 | 0.9441091 |
| bt | 0.9270557 | 0.9691200 | 0.8657089 | 0.0872998 | 0.8524077 |
| maxnet | 0.6777188 | 0.7700266 | 0.9644749 | 0.2048399 | 0.4416716 |
| gam | 0.7122016 | 0.7752435 | 0.9588057 | 0.1744945 | 0.4273967 |
| glm | 0.6750663 | 0.7430912 | 0.8153274 | 0.1864318 | 0.4406696 |